{"id":"W4400583094","doi":"10.1080/17476348.2024.2380072","title":"Type 2 severe asthma: pathophysiology and treatment with biologics","year":2024,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pathophysiology; Asthma; Pathophysiology of asthma; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838267,0.000545716,0.001316369,0.001453329,0.000212099,0.0008497334,0.000628639,0.0008984597,0.004174526],"category_scores_gemma":[0.00100726,0.0001763642,0.0009223159,0.001034584,0.0002715295,0.0006356972,0.000465882,0.001333834,0.001305898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009358,"about_ca_system_score_gemma":0.0007736348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008153131,"about_ca_topic_score_gemma":0.001794562,"domain_scores_codex":[0.9996912,0.00007345981,0.00006006781,0.00004910519,0.0001016857,0.00002455171],"domain_scores_gemma":[0.9996228,0.0002120148,0.0000778749,0.000008687634,0.00006390292,0.00001469244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001237279,0.00005517403,0.0002744272,0.06266141,0.0003139412,0.0002638529,0.00006033646,0.0002645942,0.001043667,0.002198545,0.02765864,0.9050816],"study_design_scores_gemma":[0.00006735769,0.0001633245,0.002206116,0.03662532,0.0007024316,0.003376263,0.0001058417,0.0001526428,0.0005907514,0.002268864,0.9537137,0.00002739313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006196579,0.9993199,0.00003278861,0.000175796,0.00008905654,0.000002870966,0.0000144597,0.000002339506,0.0003009341],"genre_scores_gemma":[0.0008665183,0.9984778,0.00007995083,0.0001830781,0.0001652268,0.000005356305,0.00002676776,7.221323e-7,0.0001946441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004174526,"threshold_uncertainty_score":0.01396519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487363498807313,"score_gpt":0.3901732219637156,"score_spread":0.3352995869756425,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}